Learning Coefficient in Bayesian Estimation of Restricted Boltzmann Machine

DOI10.18409/jas.v4i1.18zbMath1351.62122OpenAlexW2284277657MaRDI QIDQ2819995

Miki Aoyagi

Publication date: 13 September 2016

Published in: Journal of Algebraic Statistics (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/40a6802a7e549590832a9d0ce4ad4ad84bc8e183

zbMATH Keywords

resolution of singularitiesgeneralization errorlearning coefficienttraining error

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Bayesian inference (62F15) Sampling theory, sample surveys (62D05) Learning and adaptive systems in artificial intelligence (68T05) Global theory and resolution of singularities (algebro-geometric aspects) (14E15) Applications of commutative algebra (e.g., to statistics, control theory, optimization, etc.) (13P25) Multiplier ideals (14F18)

Related Items (2)

Consideration on singularities in learning theory and the learning coefficient ⋮ The exact asymptotic form of Bayesian generalization error in latent Dirichlet allocation

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